| Participants at age 15 (n = 1808) | Metabolomics z-score at age 15 | Participants at age 17 (n = 1629) | Metabolomics z-score at age 17 | Participants at age 24 (n = 1760) | Metabolomics z-score at age 24 | |||
---|---|---|---|---|---|---|---|---|---|
n (%) | Mean (95% CI) | P trend | n (%) | Mean (95% CI) | P trend | n (%) | Mean (95% CI) | P trend | |
Sex | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 Male | 838 (46.3) | Ref |  | 781 (47.9) | Ref |  | 732 (41.6) | Ref |  |
 Female | 970 (53.7) | -0.08 (-0.15, 0.00) | 0.071 | 848 (52.1) | -0.01 (-0.19, 0.00) | 0.053 | 1028 (58.4) | 0.1 (0.00, 0.20) | 0.034 |
Social class a | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 I, II, III non-manual | 1089 (60.2) | Ref |  | 1018 (62.5) | Ref |  | 1120 (63.6) | Ref |  |
 III manual, IV, V | 719 (39.8) | 0.07 (-0.02, 0.16) | 0.140 | 611 (37.5) | 0.40 (-0.06, 0.14) | 0.432 | 640 (36.4) | 0.09 (0.00, 0.19) | 0.076 |
Maternal educational level b | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 A-level or degree | 914 (50.5) | Ref |  | 860 (52.8) | Ref |  | 935 (53.1) | Ref |  |
 O-level | 603 (33.4) | 0.12 (0.15, 0.22) |  | 518 (31.8) | 0.14 (0.03, 0.25) |  | 583 (33.1) | 0.18 (0.08, 0.28) |  |
 Vocational | 128 (7.1) | -0.03 (-0.22, 0.15) |  | 113 (6.9) | -0.08 (-0.28, 0.11) |  | 101 (5.7) | 0.02 (-0.18, 0.23) |  |
 CSE or none | 163 (9.0) | 0.02 (-0.14, 0.19) | 0.125 | 138 (8.5) | 0.10 (-0.14, 0.19) | 0.035 | 141 (8.0) | 0.10 (-0.09, 0.27) | < 0.001 |
Physical activity level age 13c | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 Inactive (< 60 MVPA/day) | 1191 (65.9) | Ref |  | 1077 (66.1) | Ref |  | 1218 (69.2) | Ref |  |
 Active (≥ 60 MVPA/day) | 617 (34.1) | -0.02 (-0.12, 0.07) | 0.610 | 552 (33.9) | 0.00 (-0.10, 0.10) | 0.961 | 542 (30.8) | -0.02 (-0.12, 0.08) | 0.658 |
BMI d | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 Obese | 76 (4.2) | 0.42 (0.19, 0.65) |  | 63 (3.9) | 0.44 (0.18, 0.69) |  | 72 (4.1) | 0.58 (0.34, 0.82) |  |
 Overweight | 322 (17.8) | 0.08 (-0.04, 0.20) |  | 269 (16.6) | 0.05 (-0.08, 0.18) |  | 301 (17.1) | 0.19 (0.06, 0.31) |  |
 Normal  Underweight | 1322 (73.2) 85 (4.7) | Ref 0.12 (-0.09, 0.34) | 0.003 | 1212 (74.6) 81 (5.0) | Ref -0.14 (-0.37, 0.08) | 0.003 | 1287 (73.1) 101 (5.7) | Ref -0.07 (-0.27, 0.13) | < 0.001 |
Dietary misreporting e | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 Over-reporting | 19 (1.1) | 0.43 (-0.03, 0.88) |  | 16 (1.0) | -0.16 (-0.65, 0.34) |  | 13 (0.7) | -0.01 (-0.55, 0.53) |  |
 Plausible reporting | 677 (37.4) | Ref |  | 640 (39.4) | Ref |  | 697 (39.6) | Ref |  |
 Under-reporting | 1112 (61.5) | 0.03 (-0.06, 0.12) | 0.174 | 973 (59.6) | 0.08 (-0.02, 0.18) | 0.23 | 1050 (59.7) | 0.12 (0.02, 0,22) | 0.051 |